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ArticlesPeer ReviewedFull Text
A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages
Author / Creator:Rathore, Saima ; Habes, Mohamad ; Iftikhar, Muhammad Aksam ; Shacklett, Amanda ; Davatzikos, Christos
Publisher:United States: Elsevier Inc
Journal title:NeuroImage (Orlando, Fla.), 2017-07, Vol.155, p.530-548
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Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan
Author / Creator:Pomponio, Raymond ; Erus, Guray ; Habes, Mohamad ; Doshi, Jimit ; Srinivasan, Dhivya ; Mamourian, Elizabeth ; Bashyam, Vishnu ; Nasrallah, Ilya M. ; Satterthwaite, Theodore D. ; Fan, Yong ; Launer, Lenore J. ; Masters, Colin L. ; Maruff, Paul ; Zhuo, Chuanjun ; Völzke, Henry ; Johnson, Sterling C. ; Fripp, Jurgen ; Koutsouleris, Nikolaos ; Wolf, Daniel H. ; Gur, Raquel ; Gur, Ruben ; Morris, John ; Albert, Marilyn S. ; Grabe, Hans J. ; Resnick, Susan M. ; Bryan, R. Nick ; Wolk, David A. ; Shinohara, Russell T. ; Shou, Haochang ; Davatzikos, Christos
Publisher:United States: Elsevier Inc
Journal title:NeuroImage (Orlando, Fla.), 2020-03, Vol.208, p.116450-116450, Article 116450
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DEEPMIR: a deep neural network for differential detection of cerebral microbleeds and iron deposits in MRI
Author / Creator:Rashid, Tanweer ; Abdulkadir, Ahmed ; Nasrallah, Ilya M. ; Ware, Jeffrey B. ; Liu, Hangfan ; Spincemaille, Pascal ; Romero, J. Rafael ; Bryan, R. Nick ; Heckbert, Susan R. ; Habes, Mohamad
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-07, Vol.11 (1), p.14124-14, Article 14124
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Association between waist circumference and gray matter volume in 2344 individuals from two adult community-based samples
Author / Creator:Janowitz, Deborah ; Wittfeld, Katharina ; Terock, Jan ; Freyberger, Harald Jürgen ; Hegenscheid, Katrin ; Völzke, Henry ; Habes, Mohamad ; Hosten, Norbert ; Friedrich, Nele ; Nauck, Matthias ; Domanska, Grazyna ; Grabe, Hans Jörgen
Publisher:United States: Elsevier Inc
Journal title:NeuroImage (Orlando, Fla.), 2015-11, Vol.122, p.149-157
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Associations between sleep apnea and advanced brain aging in a large-scale population study
Author / Creator:Weihs, Antoine ; Frenzel, Stefan ; Wittfeld, Katharina ; Obst, Anne ; Stubbe, Beate ; Habes, Mohamad ; Szentkirályi, András ; Berger, Klaus ; Fietze, Ingo ; Penzel, Thomas ; Hosten, Norbert ; Ewert, Ralf ; Völzke, Henry ; Zacharias, Helena U ; Grabe, Hans J
Publisher:US: Oxford University Press
Journal title:Sleep (New York, N.Y.), 2021-03, Vol.44 (3), p.1
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Associated factors of white matter hyperintensity volume: a machine-learning approach
Author / Creator:Grosu, Sergio ; Rospleszcz, Susanne ; Hartmann, Felix ; Habes, Mohamad ; Bamberg, Fabian ; Schlett, Christopher L. ; Galie, Franziska ; Lorbeer, Roberto ; Auweter, Sigrid ; Selder, Sonja ; Buelow, Robin ; Heier, Margit ; Rathmann, Wolfgang ; Mueller-Peltzer, Katharina ; Ladwig, Karl-Heinz ; Grabe, Hans J. ; Peters, Annette ; Ertl-Wagner, Birgit B. ; Stoecklein, Sophia
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-01, Vol.11 (1), p.2325-12, Article 2325
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Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering
Author / Creator:Yang, Zhijian ; Wen, Junhao ; Abdulkadir, Ahmed ; Cui, Yuhan ; Erus, Guray ; Mamourian, Elizabeth ; Melhem, Randa ; Srinivasan, Dhivya ; Govindarajan, Sindhuja T. ; Chen, Jiong ; Habes, Mohamad ; Masters, Colin L. ; Maruff, Paul ; Fripp, Jurgen ; Ferrucci, Luigi ; Albert, Marilyn S. ; Johnson, Sterling C. ; Morris, John C. ; LaMontagne, Pamela ; Marcus, Daniel S. ; Benzinger, Tammie L. S. ; Wolk, David A. ; Shen, Li ; Bao, Jingxuan ; Resnick, Susan M. ; Shou, Haochang ; Nasrallah, Ilya M. ; Davatzikos, Christos
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2024-01, Vol.15 (1), p.354-354, Article 354
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Smoking mediates the relationship between SES and brain volume: The CARDIA study
Author / Creator:Dougherty, Ryan J. ; Moonen, Justine ; Yaffe, Kristine ; Sidney, Stephen ; Davatzikos, Christos ; Habes, Mohamad ; Launer, Lenore J.
Publisher:United States: Public Library of Science
Journal title:PloS one, 2020-09, Vol.15 (9), p.e0239548-e0239548
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Higher performance for women than men in MRI-based Alzheimer’s disease detection
Author / Creator:Klingenberg, Malte ; Stark, Didem ; Eitel, Fabian ; Budding, Céline ; Habes, Mohamad ; Ritter, Kerstin
Publisher:England: BioMed Central
Journal title:Alzheimer's research & therapy, 2023-04, Vol.15 (1), p.84-84, Article 84
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Trajectories in depressive symptoms and midlife brain health
Author / Creator:Dintica, Christina S. ; Habes, Mohamad ; Schreiner, Pamela J. ; Launer, Lenore J. ; Yaffe, Kristine
Publisher:London: Nature Publishing Group UK
Journal title:Translational psychiatry, 2024-03, Vol.14 (1), p.169-169, Article 169
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Machine learning reveals distinct neuroanatomical signatures of cardiovascular and metabolic diseases in cognitively unimpaired individuals
Author / Creator:Govindarajan, Sindhuja Tirumalai ; Mamourian, Elizabeth ; Erus, Guray ; Abdulkadir, Ahmed ; Melhem, Randa ; Doshi, Jimit ; Pomponio, Raymond ; Tosun, Duygu ; Bilgel, Murat ; An, Yang ; Sotiras, Aristeidis ; Marcus, Daniel S. ; LaMontagne, Pamela ; Benzinger, Tammie L. S. ; Espeland, Mark A. ; Masters, Colin L. ; Maruff, Paul ; Launer, Lenore J. ; Fripp, Jurgen ; Johnson, Sterling C. ; Morris, John C. ; Albert, Marilyn S. ; Bryan, R. Nick ; Resnick, Susan M. ; Habes, Mohamad ; Shou, Haochang ; Wolk, David A. ; Nasrallah, Ilya M. ; Davatzikos, Christos
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2025-03, Vol.16 (1), p.2724-12, Article 2724
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SPARE-Tau: A flortaucipir machine-learning derived early predictor of cognitive decline
Author / Creator:Toledo, Jon B. ; Rashid, Tanweer ; Liu, Hangfan ; Launer, Lenore ; Shaw, Leslie M. ; Heckbert, Susan R. ; Weiner, Michael ; Seshadri, Sudha ; Habes, Mohamad
Publisher:United States: Public Library of Science
Journal title:PloS one, 2022-11, Vol.17 (11), p.e0276392-e0276392
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Inflammatory markers and imaging patterns of advanced brain aging in the general population
Author / Creator:Janowitz, Deborah ; Habes, Mohamad ; Toledo, Jon B. ; Hannemann, Anke ; Frenzel, Stefan ; Terock, Jan ; Davatzikos, Christos ; Hoffmann, Wolfgang ; Grabe, Hans Jörgen
Publisher:New York: Springer US
Journal title:Brain imaging and behavior, 2020-08, Vol.14 (4), p.1108-1117
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Disconnectome associated with progressive white matter hyperintensities in aging: a virtual lesion study
Author / Creator:Li, Meng ; Habes, Mohamad ; Grabe, Hans ; Kang, Yan ; Qi, Shouliang ; Detre, John A.
Publisher:Switzerland: Frontiers Research Foundation
Journal title:Frontiers in aging neuroscience, 2023-08, Vol.15, p.1237198-1237198
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The association of upper airway anatomy with cognitive test performance: the Multi-Ethnic Study of Atherosclerosis
Author / Creator:Nance, Robin M. ; Fohner, Alison E. ; McClelland, Robyn L. ; Redline, Susan ; Bryan, R. Nick ; Fitzpatrick, Annette ; Habes, Mohamad ; Longstreth, WT ; Schwab, Richard J. ; Wiemken, Andrew S. ; Heckbert, Susan R.
Publisher:England: BioMed Central Ltd
Journal title:BMC neurology, 2023-10, Vol.23 (1), p.394-394, Article 394
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Relation of MRI-Visible Perivascular Spaces and Other MRI Markers of Cerebral Small Vessel Disease
Author / Creator:Rodriguez Lara, Frances ; Toro, Arturo Ruben ; Pinheiro, Adlin ; Demissie, Serkalem ; Ekenze, Oluchi ; Martinez, Oliver ; Parva, Pedram ; Charidimou, Andreas ; Ghosh, Saptaparni ; DeCarli, Charles ; Seshadri, Sudha ; Habes, Mohamad ; Maillard, Pauline ; Romero, Jose Rafael
Publisher:Switzerland: MDPI AG
Journal title:Brain sciences, 2023-09, Vol.13 (9), p.1323
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Disentangling tau and brain atrophy cluster heterogeneity across the Alzheimer's disease continuum
Author / Creator:Toledo, Jon B. ; Liu, Hangfan ; Grothe, Michel J. ; Rashid, Tanweer ; Launer, Lenore ; Shaw, Leslie M. ; Snoussi, Haykel ; Heckbert, Susan ; Weiner, Michael ; Trojanwoski, John Q. ; Seshadri, Sudha ; Habes, Mohamad
Publisher:United States: John Wiley & Sons, Inc
Journal title:Alzheimer's & dementia : translational research & clinical interventions, 2022, Vol.8 (1), p.e12305-n/a
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Regional tract-specific white matter hyperintensities are associated with patterns of aging-related brain atrophy via vascular risk factors, but also independently
Author / Creator:Habes, Mohamad ; Erus, Guray ; Toledo, Jon B. ; Bryan, Nick ; Janowitz, Deborah ; Doshi, Jimit ; Völzke, Henry ; Schminke, Ulf ; Hoffmann, Wolfgang ; Grabe, Hans J. ; Wolk, David A. ; Davatzikos, Christos
Publisher:United States: Elsevier Inc
Journal title:Alzheimer's & dementia : diagnosis, assessment & disease monitoring, 2018, Vol.10 (1), p.278-284
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Association between serum neuron-specific enolase, age, overweight, and structural MRI patterns in 901 subjects
Author / Creator:Hoffmann, Johanna ; Janowitz, Deborah ; Van der Auwera, Sandra ; Wittfeld, Katharina ; Nauck, Matthias ; Friedrich, Nele ; Habes, Mohamad ; Davatzikos, Christos ; Terock, Jan ; Bahls, Martin ; Goltz, Annemarie ; Kuhla, Angela ; Völzke, Henry ; Jörgen Grabe, Hans
Publisher:London: Nature Publishing Group UK
Journal title:Translational psychiatry, 2017-12, Vol.7 (12), p.1272-9, Article 1272
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Reproducibility of Frankfort Horizontal Plane on 3D Multi-Planar Reconstructed MR Images
Author / Creator:Daboul, Amro ; Schwahn, Christian ; Schaffner, Grit ; Soehnel, Silvia ; Samietz, Stefanie ; Aljaghsi, Ahmad ; Habes, Mohammad ; Hegenscheid, Katrin ; Puls, Ralf ; Klinke, Thomas ; Biffar, Reiner
Publisher:United States: Public Library of Science
Journal title:PloS one, 2012-10, Vol.7 (10), p.e48281-e48281
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A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages

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Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan

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DEEPMIR: a deep neural network for differential detection of cerebral microbleeds and iron deposits in MRI

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Association between waist circumference and gray matter volume in 2344 individuals from two adult community-based samples

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Associations between sleep apnea and advanced brain aging in a large-scale population study

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Associated factors of white matter hyperintensity volume: a machine-learning approach

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Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering

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Smoking mediates the relationship between SES and brain volume: The CARDIA study

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Higher performance for women than men in MRI-based Alzheimer’s disease detection

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Trajectories in depressive symptoms and midlife brain health

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Machine learning reveals distinct neuroanatomical signatures of cardiovascular and metabolic diseases in cognitively unimpaired individuals

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SPARE-Tau: A flortaucipir machine-learning derived early predictor of cognitive decline

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Inflammatory markers and imaging patterns of advanced brain aging in the general population

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Disconnectome associated with progressive white matter hyperintensities in aging: a virtual lesion study

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The association of upper airway anatomy with cognitive test performance: the Multi-Ethnic Study of Atherosclerosis

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Relation of MRI-Visible Perivascular Spaces and Other MRI Markers of Cerebral Small Vessel Disease

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Disentangling tau and brain atrophy cluster heterogeneity across the Alzheimer's disease continuum

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Regional tract-specific white matter hyperintensities are associated with patterns of aging-related brain atrophy via vascular risk factors, but also independently

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Association between serum neuron-specific enolase, age, overweight, and structural MRI patterns in 901 subjects

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Reproducibility of Frankfort Horizontal Plane on 3D Multi-Planar Reconstructed MR Images

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